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Using LSTM recurrent neural networks for monitoring the LHC superconducting magnets

The superconducting LHC magnets are coupled with an electronic monitoring system which records and analyses voltage time series reflecting their performance. A currently used system is based on a range of preprogrammed triggers which launches protection procedures when a misbehavior of the magnets i...

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Detalles Bibliográficos
Autores principales: Wielgosz, Maciej, Skoczeń, Andrzej, Mertik, Matej
Lenguaje:eng
Publicado: 2016
Materias:
Acceso en línea:https://dx.doi.org/10.1016/j.nima.2017.06.020
http://cds.cern.ch/record/2234465